frigate/docker/rocm/migraphx/tf/tf.cpp
WhiteWolf84 931b31452a upload2
2025-02-03 22:44:02 +01:00

86 lines
2.7 KiB
C++

/*
* The MIT License (MIT)
*
* Copyright (c) 2015-2024 Advanced Micro Devices, Inc. All rights reserved.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*/
#include <migraphx/tf/tf_parser.hpp>
#include <migraphx/tf/op_parser.hpp>
#include <iostream>
#include <fstream>
#include <unordered_map>
#include <functional>
#include <array>
#include <utility>
#include <vector>
#include <migraphx/program.hpp>
#include <migraphx/tf.hpp>
namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
template <class... Ts>
program parse_tf_from(const tf_options& options, Ts&&... xs)
{
tf::tf_parser parser;
parser.is_nhwc = options.is_nhwc;
parser.batch_size = options.batch_size;
parser.map_input_dims = options.map_input_dims;
parser.output_node_names = options.output_node_names;
#ifndef NDEBUG
// Log the program when it can't be parsed
try
{
parser.parse_from(std::forward<Ts>(xs)...);
}
catch(...)
{
std::cerr << parser.prog << std::endl;
throw;
}
#else
parser.parse_from(std::forward<Ts>(xs)...);
#endif
return std::move(parser.prog);
}
program parse_tf(const std::string& name, const tf_options& options)
{
std::fstream input(name.c_str(), std::ios::in | std::ios::binary);
return parse_tf_from(options, input);
}
program parse_tf_buffer(const std::string& buffer, const tf_options& options)
{
return parse_tf_from(options, buffer.data(), buffer.size());
}
program parse_tf_buffer(const void* data, std::size_t size, const tf_options& options)
{
return parse_tf_from(options, data, size);
}
std::vector<std::string> get_tf_operators() { return tf::get_op_parsers(); }
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx